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Deep Learning with Python: Francois Chollet

This class was created by Brainscape user James Anderson. Visit their profile to learn more about the creator.

By: James Anderson
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Decks in this class (5)

Chapter 1: Fundamentals of Deep Learning
Concise ai definition,
Symbolic ai,
What was the dominant paradigm in...
48  cards
Chapter 2: The Math of Neural Networks
Core building block of neural net...,
Neural layers do what,
Chaining together successive neur...
41  cards
Chapter 3 Getting started with neural networks
Relu function vs sigmoid,
Advantages of larger layers,
Softmax activation
12  cards
Chapter 4: Fundamentals of ML
Four broad categories of ml,
Why is validation data helpful,
Information leak
49  cards
Chapter 5: Deep Learning for Computer Vision
What kind of deep learning models...,
Fundamental difference between co...,
Key properties of covnets
6  cards

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Deep Learning with Python: Francois Chollet

  • Class purpose General learning

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